The report was generated using the JSEQ_scRNAseq single-cell analysis pipeline. For more information, please visit: https://github.com/jkubis96/JSEQ_scRNAseq


1 Analysis Configuration Parameters

Parameter Value
mt_per 25
scale_factor 1e+06
n_features 1500
c_res 0.5
heterogeneity var
mt_cssg FALSE
m_val 0.05
top_m 50
max_genes 1000
max_combine 1000
loss_val 0.05
s_factor 0.7
p_bin 0.1
drop TRUE
min_c 10

The parameters above were used during the current analysis.
If you need to apply different analysis conditions, modify the parameters in the configuration file.

Parameters description:

  • mt_per
    Maximum percentage of mitochondrial genes per cell.
    Default: 25%
  • down
    Lower threshold for the number of genes per cell.
    Default: NA (automatically computed if NA)
  • up
    Upper threshold for the number of genes per cell.
    Default: NA (automatically computed if NA)
  • scale_factor
    Scale factor used for data normalization.
  • n_features
    Number of variable features to detect for clustering.
  • c_res
    Clustering resolution — higher values produce more clusters.
  • heterogeneity
    Method for estimating cluster heterogeneity.
    Options: var (within-cluster variance), deg (deregulated gene profiles).
    Default: deg
  • mt_cssg
    Whether to include mitochondrial genes when creating subclasses and subtypes.
    Options: TRUE, FALSE.
    Default: FALSE
  • m_val
    Maximum p-value threshold for marker detection in advanced subtype analyses.
    Default: 0.05
  • top_m
    Maximum number of top markers used for naming clusters based on effect size metrics.
    Default: 50
  • max_genes
    Maximum number of input genes considered in cluster heterogeneity discovery.
    Default: 1000
  • max_combine
    Maximum number of initial combinations for each iteration during heterogeneity discovery.
    Default: 1000
  • loss_val
    Assigned value for potentially unclassified cells within a cluster.
  • s_factor
    Maximum split factor for gene occurrence in heterogeneity discovery (0.2–1).
    Default: 0.8
  • p_bin
    Minimum cell proportion required for population presence based on binomial test p-value.
    Default: 0.05
  • min_c
    Minimum cell proportion required for population presence as defined by the user (independent of binomial test).
    Default: 10
  • drop
    Boolean indicating whether to drop non-significant subtypes based on p_bin and min_c.
    Default: TRUE

The configuration file is available in the directory:
JSEQ_scRNAseq/requirements_file/config_file.conf

Additional configuration files for other analysis steps can also be found in:
JSEQ_scRNAseq/requirements_file

For more information, please visit:
https://github.com/jkubis96/JSEQ_scRNAseq



2 Cell content analysis

2.1 Read distribution across genomic features

2.2 Count (UMI) per barcode (cell)

2.3 Cell barcode knee plot

The above graph illustrates general trends and quality metrics at the initial stage of single-cell analysis; however, it does not represent the final number of detected cells.

2.4 Ratio of number of genes to counts

2.5 Number of genes and counts per cell

2.6 Percentage of ribosomal and mitochondrial genes [%]



3 Quality control of cell content

3.1 Genes per cell content & thresholds

3.2 Genes upper & lower thresholds per cell

3.3 Number of cells across different stages of analysis



4 Gene expression analysis across cells

4.1 Top highly variable genes in the dataset



5 Princilpe component selection

5.1 ElbowPlot - principal components cutoff

5.2 JackStrawPlot - PC significance



6 Cells clustering

6.1 UMAP clusters



7 Subclasses identification based on marker genes

7.1 PCA cisualization of subclasses

7.2 UMAP visualization of subclasses

7.3 Subclasses - cell composition


7.4 Subclasses markers - top 25


Top 25 merkers
genes pct_occurrence esm avg_logFC p_val cluster p_adj_bf p_adj_bh subclass
IGF2R 0.9387755 0.1362573 0.0541169 0.0000001 1 0.0000043 0.0000043 STR FOXP1 IGF2R
RPS24 0.3545918 0.0993623 0.1977377 0.0062880 1 0.3144015 0.0524003 STR FOXP1 IGF2R
RPL13 0.5000000 0.0607872 0.0875349 0.0004995 1 0.0249751 0.0049950 STR FOXP1 IGF2R
RPL32 0.3163265 0.0595363 0.1263785 0.0429114 1 1.0000000 0.2681965 STR FOXP1 IGF2R
RPS18 0.3928571 0.0536478 0.0965061 0.0303843 1 1.0000000 0.2170304 STR FOXP1 IGF2R
SLBP 0.7040816 0.0339942 0.0312639 0.0000034 1 0.0001715 0.0000572 STR FOXP1 IGF2R
RPLP1 0.5561224 0.0208936 0.0261696 0.0001293 1 0.0064642 0.0016160 STR FOXP1 IGF2R
LINGO1 0.8673469 0.0126309 0.0067790 0.0000002 1 0.0000120 0.0000060 STR FOXP1 IGF2R
MAP1B 0.3092593 0.5408924 1.7543786 0.0000000 0 0.0000000 0.0000000 STR FOXP1 MALAT1
FTX 0.1537037 0.4983535 3.6772310 0.0000000 0 0.0000000 0.0000000 STR FOXP1 MALAT1
PRRC2C 0.2314815 0.4161223 1.5730923 0.0000000 0 0.0000014 0.0000004 STR FOXP1 MALAT1
HP1BP3 0.1777778 0.4140521 2.0048700 0.0000000 0 0.0000008 0.0000003 STR FOXP1 MALAT1
MATR3 0.2981481 0.4113625 1.2297667 0.0000000 0 0.0000129 0.0000018 STR FOXP1 MALAT1
ATRX 0.1666667 0.3802209 1.8636702 0.0000000 0 0.0000106 0.0000018 STR FOXP1 MALAT1
MAP2 0.1740741 0.3709559 1.7134947 0.0000000 0 0.0000322 0.0000040 STR FOXP1 MALAT1
PBX3 0.1203704 0.3638430 2.3833392 0.0000000 0 0.0000369 0.0000041 STR FOXP1 MALAT1
GNB1 0.1148148 0.3635337 2.5044917 0.0000000 0 0.0000441 0.0000044 STR FOXP1 MALAT1
FNBP1L 0.1592593 0.3617058 1.7925612 0.0000000 0 0.0000531 0.0000048 STR FOXP1 MALAT1
WSB1 0.1814815 0.3596118 1.5732004 0.0000001 0 0.0000791 0.0000066 STR FOXP1 MALAT1
CEP170 0.1462963 0.3526409 1.8618733 0.0000001 0 0.0000876 0.0000067 STR FOXP1 MALAT1
PPFIA2.var1 0.0962963 0.3445963 2.7364026 0.0000002 0 0.0002356 0.0000168 STR FOXP1 MALAT1
TET1 0.0648148 0.3437913 6.5181701 0.0000003 0 0.0003201 0.0000200 STR FOXP1 MALAT1
ROBO1.var1 0.1111111 0.3388380 2.2651620 0.0000002 0 0.0002647 0.0000176 STR FOXP1 MALAT1
TUBA1A 0.2944444 0.3295734 0.9304120 0.0000047 0 0.0053056 0.0001769 STR FOXP1 MALAT1
CELF1 0.0833333 0.3236040 2.8280062 0.0000010 0 0.0010919 0.0000642 STR FOXP1 MALAT1
CHST11 0.3240741 0.3224429 0.8378097 0.0000215 0 0.0242426 0.0004926 STR FOXP1 MALAT1
MARCKS 0.1092593 0.3178713 2.0529757 0.0000011 0 0.0012264 0.0000681 STR FOXP1 MALAT1
RFX2 0.4222222 0.3173050 0.6500214 0.0002868 0 0.3229843 0.0022907 STR FOXP1 MALAT1
DST.var1 0.1111111 0.3144544 1.9776966 0.0000017 0 0.0019163 0.0000958 STR FOXP1 MALAT1
SNHG14 0.0962963 0.3118291 2.2425463 0.0000017 0 0.0018910 0.0000958 STR FOXP1 MALAT1
KDM5B 0.1055556 0.3109130 2.0333321 0.0000021 0 0.0023469 0.0001118 STR FOXP1 MALAT1
FMNL2 0.0592593 0.3070340 4.1163753 0.0000040 0 0.0044722 0.0001769 STR FOXP1 MALAT1
GOLGA8A 0.0888889 0.3063442 2.3469781 0.0000028 0 0.0031775 0.0001444 STR FOXP1 MALAT1


7.5 Heatmap of cell subclasses - log(CPM + 1)

7.6 Heatmap of cell subclasses - scale(log(CPM + 1))




8 Subtypes identification based on CSSG genes

8.1 UMAP visualization


8.2 Subtypes - cell composition


8.3 Subtypes markers - top 25


Top 25 markers
genes pct_occurrence esm avg_logFC p_val subtype p_adj_bf p_adj_bh cluster
ENSG00000288845 0.1052632 1.9018034 6.1667931 0.0000000 BFN CHAT IGF2R - RPS14 0.0000000 0.0000000 1
ENSG00000279317 0.1052632 1.8924366 6.1479113 0.0000000 BFN CHAT IGF2R - RPS14 0.0000000 0.0000000 1
RPS14 1.0000000 1.6308917 1.7298575 0.0000000 BFN CHAT IGF2R - RPS14 0.0000000 0.0000000 1
ATP5MGL 0.1052632 1.4798103 4.8923888 0.0000000 BFN CHAT IGF2R - RPS14 0.0000032 0.0000007 1
SYNJ2 0.1052632 1.4325979 4.8441795 0.0000000 BFN CHAT IGF2R - RPS14 0.0000035 0.0000007 1
XPO7 0.1052632 1.1347554 4.0723056 0.0000020 BFN CHAT IGF2R - RPS14 0.0007024 0.0001171 1
CNTNAP1 0.1052632 1.0728217 3.8657846 0.0000116 BFN CHAT IGF2R - RPS14 0.0040928 0.0005529 1
TRNT1 0.1052632 1.0414144 3.7238878 0.0000429 BFN CHAT IGF2R - RPS14 0.0151328 0.0015133 1
ENSG00000232451 0.1052632 1.0393734 3.8155605 0.0000125 BFN CHAT IGF2R - RPS14 0.0044235 0.0005529 1
PIH1D1 0.1052632 1.0382405 3.6420198 0.0001177 BFN CHAT IGF2R - RPS14 0.0415417 0.0032622 1
NUP160 0.1052632 0.9978171 3.6512881 0.0000429 BFN CHAT IGF2R - RPS14 0.0151328 0.0015133 1
WDR59 0.1052632 0.9801218 3.5425096 0.0001129 BFN CHAT IGF2R - RPS14 0.0398589 0.0032622 1
NEDD1 0.1052632 0.9509560 3.4924947 0.0001201 BFN CHAT IGF2R - RPS14 0.0424080 0.0032622 1
RPAP3 0.1052632 0.9344939 3.3971426 0.0002725 BFN CHAT IGF2R - RPS14 0.0962075 0.0062715 1
H2BC8 0.1052632 0.9046995 3.4150132 0.0001331 BFN CHAT IGF2R - RPS14 0.0470009 0.0033572 1
CNOT6 0.1578947 0.8911145 2.7388180 0.0005926 BFN CHAT IGF2R - RPS14 0.2091981 0.0111403 1
STX3 0.1052632 0.8833917 3.3073662 0.0002965 BFN CHAT IGF2R - RPS14 0.1046480 0.0062715 1
INPP5F 0.1052632 0.8769337 3.2951659 0.0003020 BFN CHAT IGF2R - RPS14 0.1066156 0.0062715 1
PPP2CA 0.1052632 0.8395107 3.1696024 0.0006312 BFN CHAT IGF2R - RPS14 0.2228056 0.0111403 1
KLHL20 0.1052632 0.8276708 3.1557772 0.0006312 BFN CHAT IGF2R - RPS14 0.2228053 0.0111403 1
HSP90AA2P 0.2105263 0.8225300 2.2728157 0.0009161 BFN CHAT IGF2R - RPS14 0.3233830 0.0146992 1
ENSG00000250149 0.1052632 0.8106604 3.0592511 0.0011092 BFN CHAT IGF2R - RPS14 0.3915323 0.0170231 1
ENSG00000226396 0.3157895 0.8007778 1.7700364 0.0009077 BFN CHAT IGF2R - RPS14 0.3204120 0.0146992 1
KCNJ3 0.1052632 0.7894715 2.9710525 0.0017768 BFN CHAT IGF2R - RPS14 0.6271959 0.0241229 1
CENPJ 0.1052632 0.7713930 2.9404266 0.0019384 BFN CHAT IGF2R - RPS14 0.6842601 0.0247936 1
NECAB1 0.1052632 2.2895245 7.9263187 0.0000000 ChP TTR IGF2R - RPL32 0.0000000 0.0000000 1
HEATR4 0.1052632 1.9166501 6.1987374 0.0000000 ChP TTR IGF2R - RPL32 0.0000000 0.0000000 1
PIK3CD-AS2 0.1052632 1.7920412 5.9789609 0.0000000 ChP TTR IGF2R - RPL32 0.0000000 0.0000000 1
RPL32 1.0000000 1.7891629 1.9031242 0.0000000 ChP TTR IGF2R - RPL32 0.0000000 0.0000000 1
RPL32P18 0.2631579 1.6228524 3.6473737 0.0000000 ChP TTR IGF2R - RPL32 0.0000001 0.0000000 1
NOC2L 0.1052632 1.6153999 5.3471908 0.0000000 ChP TTR IGF2R - RPL32 0.0000000 0.0000000 1
KDM7A 0.1578947 1.4551029 4.1283835 0.0000000 ChP TTR IGF2R - RPL32 0.0000052 0.0000006 1
RPS4XP6 0.1578947 1.4381339 4.1129151 0.0000000 ChP TTR IGF2R - RPL32 0.0000054 0.0000006 1
POLR3G 0.1578947 1.4197742 4.0890230 0.0000000 ChP TTR IGF2R - RPL32 0.0000059 0.0000006 1
SYT5 0.1052632 1.4122912 4.7974330 0.0000000 ChP TTR IGF2R - RPL32 0.0000040 0.0000006 1
BLVRB 0.1052632 1.2548661 4.3879778 0.0000002 ChP TTR IGF2R - RPL32 0.0001007 0.0000092 1
SNRPF 0.3157895 1.2189142 2.6567065 0.0000008 ChP TTR IGF2R - RPL32 0.0003527 0.0000294 1
ZBED4 0.1052632 1.1685168 4.1252355 0.0000021 ChP TTR IGF2R - RPL32 0.0008997 0.0000618 1
PGBD5 0.1052632 1.1516652 4.1049110 0.0000022 ChP TTR IGF2R - RPL32 0.0009269 0.0000618 1
MICALL1 0.1052632 1.1474052 4.0978162 0.0000022 ChP TTR IGF2R - RPL32 0.0009269 0.0000618 1
REXO4 0.1052632 1.1078112 3.9241562 0.0000110 ChP TTR IGF2R - RPL32 0.0046892 0.0002600 1
PIP4K2C 0.1052632 1.0969474 3.9035334 0.0000116 ChP TTR IGF2R - RPL32 0.0049392 0.0002600 1
ZNF407-AS1 0.1052632 1.0873937 3.8941808 0.0000110 ChP TTR IGF2R - RPL32 0.0046892 0.0002600 1
SLC7A1 0.1052632 1.0734903 3.8671295 0.0000110 ChP TTR IGF2R - RPL32 0.0046892 0.0002600 1
ARHGEF3 0.1052632 1.0660158 3.7635106 0.0000400 ChP TTR IGF2R - RPL32 0.0170438 0.0008301 1
HSCB 0.1052632 1.0424047 3.7280185 0.0000419 ChP TTR IGF2R - RPL32 0.0178472 0.0008301 1
UTP14A 0.1052632 1.0159134 3.6857716 0.0000429 ChP TTR IGF2R - RPL32 0.0182623 0.0008301 1
RUVBL1 0.2105263 0.9978628 2.7195455 0.0000491 ChP TTR IGF2R - RPL32 0.0209260 0.0009098 1
CCDC174 0.1052632 0.9922399 3.5674436 0.0001201 ChP TTR IGF2R - RPL32 0.0511779 0.0017756 1
SLC25A28 0.1052632 0.9650213 3.5183189 0.0001177 ChP TTR IGF2R - RPL32 0.0501324 0.0017756 1
RPS2 1.0000000 1.5784432 1.6085778 0.0000000 CTX FOXG1 IGF2R - RPS2 0.0000000 0.0000000 1
RPS2P46 0.3823529 1.0323559 2.1096532 0.0000000 CTX FOXG1 IGF2R - RPS2 0.0000024 0.0000012 1
MAPKAPK5 0.1176471 0.9893699 3.6513276 0.0000002 CTX FOXG1 IGF2R - RPS2 0.0000240 0.0000060 1
RPS2P7 0.3235294 0.9740081 2.2004658 0.0000001 CTX FOXG1 IGF2R - RPS2 0.0000140 0.0000047 1
ENSG00000226499 0.3529412 0.8220385 1.7482783 0.0000050 CTX FOXG1 IGF2R - RPS2 0.0007650 0.0001530 1
ANK2 0.2352941 0.6195524 1.6630193 0.0007777 CTX FOXG1 IGF2R - RPS2 0.1197684 0.0199614 1
RPL7AP6 0.1764706 0.4734368 1.4852417 0.0108268 CTX FOXG1 IGF2R - RPS2 1.0000000 0.2381887 1
TTC17 0.1176471 0.4601867 1.8044470 0.0127097 CTX FOXG1 IGF2R - RPS2 1.0000000 0.2446609 1
H4C3 0.2941176 0.3940683 0.9437057 0.0238881 CTX FOXG1 IGF2R - RPS2 1.0000000 0.3678767 1
RPS2P5 0.1176471 0.3923688 1.5278871 0.0380143 CTX FOXG1 IGF2R - RPS2 1.0000000 0.4878499 1
PRKDC 0.1176471 0.3766968 1.4628641 0.0475254 CTX FOXG1 IGF2R - RPS2 1.0000000 0.5234999 1
HNRNPC 0.3823529 0.3720022 0.7433846 0.0226212 CTX FOXG1 IGF2R - RPS2 1.0000000 0.3678767 1
LINGO1 0.9705882 0.3327979 0.1677024 0.0348195 CTX FOXG1 IGF2R - RPS2 1.0000000 0.4874734 1
RPL27 1.0000000 1.7748725 1.8869973 0.0000000 MEL DCT IGF2R - RPL27 0.0000000 0.0000000 1
PSMB4 0.3000000 1.0556924 2.3890372 0.0000123 MEL DCT IGF2R - RPL27 0.0010861 0.0005430 1
NR2F2 0.1500000 0.9275485 2.8898050 0.0002815 MEL DCT IGF2R - RPL27 0.0247730 0.0082577 1
TAF1 0.1500000 0.8268829 2.6427523 0.0008998 MEL DCT IGF2R - RPL27 0.0791849 0.0197962 1
RPL5 0.6000000 0.5764529 0.8303279 0.0033148 MEL DCT IGF2R - RPL27 0.2916998 0.0583400 1
FAM172A.var1 0.1500000 0.5543095 1.8315418 0.0257006 MEL DCT IGF2R - RPL27 1.0000000 0.3769415 1
LARS1 0.1500000 0.5404859 1.7672810 0.0389069 MEL DCT IGF2R - RPL27 1.0000000 0.3878516 1
LINC01019 0.1500000 0.5376722 1.7616267 0.0358695 MEL DCT IGF2R - RPL27 1.0000000 0.3878516 1
RPS23 0.4000000 0.3783768 0.7101016 0.0396666 MEL DCT IGF2R - RPL27 1.0000000 0.3878516 1
SOX5.var1 0.1600000 1.6469852 4.6492576 0.0000000 MGE LHX6 MALAT1 - RPS20 0.0000000 0.0000000 0
RPS20 1.0000000 1.6449504 1.7683984 0.0000000 MGE LHX6 MALAT1 - RPS20 0.0000000 0.0000000 0
SPPL2A 0.1600000 1.1985542 3.6425373 0.0000000 MGE LHX6 MALAT1 - RPS20 0.0000068 0.0000023 0
ENSG00000244245 0.2800000 1.0378358 2.4833280 0.0000014 MGE LHX6 MALAT1 - RPS20 0.0002851 0.0000713 0
UBBP4 0.2000000 0.9421524 2.6829424 0.0000110 MGE LHX6 MALAT1 - RPS20 0.0022769 0.0004554 0
APP 0.2000000 0.9162545 2.6038609 0.0000256 MGE LHX6 MALAT1 - RPS20 0.0052982 0.0008830 0
RPAP2 0.2000000 0.7728917 2.2530068 0.0002725 MGE LHX6 MALAT1 - RPS20 0.0564033 0.0070504 0
ROCK2 0.1200000 0.7695714 2.8514473 0.0002716 MGE LHX6 MALAT1 - RPS20 0.0562238 0.0070504 0
TP53BP1 0.1200000 0.7287241 2.6597408 0.0010698 MGE LHX6 MALAT1 - RPS20 0.2214418 0.0178921 0
PDE3A 0.1200000 0.7254233 2.7246398 0.0004757 MGE LHX6 MALAT1 - RPS20 0.0984653 0.0109406 0
AFDN 0.1200000 0.7238842 2.6840917 0.0007240 MGE LHX6 MALAT1 - RPS20 0.1498694 0.0149869 0
NCAM2.var1 0.1200000 0.7219438 2.5839061 0.0021058 MGE LHX6 MALAT1 - RPS20 0.4359055 0.0207574 0
MAGED1 0.1200000 0.7209671 2.6095533 0.0014459 MGE LHX6 MALAT1 - RPS20 0.2992953 0.0178921 0
MALRD1 0.1200000 0.7105622 2.6261544 0.0011060 MGE LHX6 MALAT1 - RPS20 0.2289511 0.0178921 0
PRCC 0.1200000 0.7047893 2.5821751 0.0015903 MGE LHX6 MALAT1 - RPS20 0.3291974 0.0178921 0
CCSER2 0.1200000 0.6981330 2.5361154 0.0020431 MGE LHX6 MALAT1 - RPS20 0.4229143 0.0207574 0
SNCA 0.1200000 0.6881967 2.5797012 0.0011309 MGE LHX6 MALAT1 - RPS20 0.2340875 0.0178921 0
NAV3.var1 0.1200000 0.6800594 2.5305537 0.0015903 MGE LHX6 MALAT1 - RPS20 0.3291974 0.0178921 0
PARG 0.1200000 0.6767011 2.5273705 0.0016414 MGE LHX6 MALAT1 - RPS20 0.3397605 0.0178921 0
DNAJA2 0.1200000 0.6717931 2.4836553 0.0022705 MGE LHX6 MALAT1 - RPS20 0.4700009 0.0213637 0
MAD2L1 0.1200000 0.6655794 2.5014416 0.0015903 MGE LHX6 MALAT1 - RPS20 0.3291974 0.0178921 0
CDK14 0.1600000 0.6578722 2.1724489 0.0016423 MGE LHX6 MALAT1 - RPS20 0.3399497 0.0178921 0
HERPUD1 0.1200000 0.6511217 2.4431863 0.0024961 MGE LHX6 MALAT1 - RPS20 0.5166923 0.0224649 0
BRD7 0.1200000 0.6267832 2.3350966 0.0040711 MGE LHX6 MALAT1 - RPS20 0.8427218 0.0337089 0
INA 0.1200000 0.6080034 2.3261759 0.0035905 MGE LHX6 MALAT1 - RPS20 0.7432367 0.0309682 0
RPL27A 1.0000000 1.5802416 1.6208158 0.0000000 STR FOXP1 IGF2R - RPL27A 0.0000000 0.0000000 1
ZNF704 0.1071429 0.9546522 3.4931584 0.0000176 STR FOXP1 IGF2R - RPL27A 0.0031359 0.0015680 1
ENSG00000253535 0.1071429 0.8539002 3.2423850 0.0000477 STR FOXP1 IGF2R - RPL27A 0.0084979 0.0028326 1
GMNN 0.1428571 0.8052993 2.7223511 0.0000938 STR FOXP1 IGF2R - RPL27A 0.0166983 0.0034174 1
SSBP3.var1 0.1428571 0.7913360 2.6962424 0.0000960 STR FOXP1 IGF2R - RPL27A 0.0170869 0.0034174 1
ENSG00000250646 0.1071429 0.7622808 2.9569227 0.0002222 STR FOXP1 IGF2R - RPL27A 0.0395498 0.0065916 1
DLD 0.1071429 0.7056686 2.6727294 0.0015848 STR FOXP1 IGF2R - RPL27A 0.2821028 0.0256457 1
PRKAR1A 0.1071429 0.6957354 2.7308991 0.0006984 STR FOXP1 IGF2R - RPL27A 0.1243144 0.0155393 1
ENSG00000218426 0.2500000 0.6838162 1.7448936 0.0006697 STR FOXP1 IGF2R - RPL27A 0.1192040 0.0155393 1
ELMOD1 0.1785714 0.6685340 2.0729164 0.0009654 STR FOXP1 IGF2R - RPL27A 0.1718445 0.0190938 1
UQCRHL 0.1071429 0.6611911 2.6182392 0.0011305 STR FOXP1 IGF2R - RPL27A 0.2012253 0.0201225 1
GPAT3 0.1071429 0.6362101 2.4607458 0.0034914 STR FOXP1 IGF2R - RPL27A 0.6214766 0.0442217 1
HMGB3 0.1428571 0.6248359 2.1253168 0.0033194 STR FOXP1 IGF2R - RPL27A 0.5908554 0.0442217 1
TFAM 0.1071429 0.5969146 2.3757003 0.0037265 STR FOXP1 IGF2R - RPL27A 0.6633257 0.0442217 1
GNAI1 0.1071429 0.5944570 2.4012224 0.0028479 STR FOXP1 IGF2R - RPL27A 0.5069190 0.0422433 1
TOMM7 0.1785714 0.5727813 1.7888606 0.0041597 STR FOXP1 IGF2R - RPL27A 0.7404211 0.0462763 1
ENSG00000213315 0.2500000 0.5615555 1.4540409 0.0045566 STR FOXP1 IGF2R - RPL27A 0.8110768 0.0477104 1
GNAQ 0.1071429 0.5411157 2.1420968 0.0112885 STR FOXP1 IGF2R - RPL27A 1.0000000 0.1051344 1
RRM1 0.1071429 0.5384511 2.1337694 0.0105369 STR FOXP1 IGF2R - RPL27A 1.0000000 0.1041987 1
SNHG29 0.1785714 0.5007229 1.5743660 0.0125284 STR FOXP1 IGF2R - RPL27A 1.0000000 0.1061931 1
UQCRQ 0.2142857 0.4986337 1.4254504 0.0118129 STR FOXP1 IGF2R - RPL27A 1.0000000 0.1051344 1
KIF3A 0.1071429 0.4937608 1.9243142 0.0289657 STR FOXP1 IGF2R - RPL27A 1.0000000 0.1983033 1
ARPC3 0.1428571 0.4866617 1.7259207 0.0157096 STR FOXP1 IGF2R - RPL27A 1.0000000 0.1271049 1
APEX1 0.1428571 0.4782057 1.6693246 0.0202486 STR FOXP1 IGF2R - RPL27A 1.0000000 0.1473517 1
BUB3 0.1071429 0.4428172 1.7996125 0.0321650 STR FOXP1 IGF2R - RPL27A 1.0000000 0.2120505 1
RPS8 1.0000000 1.0820900 0.8993060 0.0000000 STR FOXP1 IGF2R - RPS8 0.0000000 0.0000000 1
ENSG00000225200 0.3453237 0.6066790 1.3954061 0.0000000 STR FOXP1 IGF2R - RPS8 0.0000000 0.0000000 1
ENSG00000226532 0.2086331 0.2976785 0.8982195 0.0016557 STR FOXP1 IGF2R - RPS8 0.1688804 0.0281467 1
NDUFB6 0.1223022 0.2849401 1.1761739 0.0037345 STR FOXP1 IGF2R - RPS8 0.3809194 0.0544171 1
IGF2R 0.9712230 0.2623877 0.1022449 0.0000378 STR FOXP1 IGF2R - RPS8 0.0038584 0.0012861 1
RPS15A 0.3669065 0.2604809 0.5245302 0.0004961 STR FOXP1 IGF2R - RPS8 0.0506032 0.0101206 1
NDUFAB1 0.1151079 0.2240882 0.9359272 0.0240762 STR FOXP1 IGF2R - RPS8 1.0000000 0.2046475 1
H3-3A 0.1942446 0.1890741 0.5769077 0.0375718 STR FOXP1 IGF2R - RPS8 1.0000000 0.2603980 1
LINGO1 0.9064748 0.1497879 0.0782564 0.0003006 STR FOXP1 IGF2R - RPS8 0.0306606 0.0076652 1
RPS3A 0.3597122 0.1396569 0.2744585 0.0212459 STR FOXP1 IGF2R - RPS8 1.0000000 0.1970073 1
RPL13 0.5323741 0.1193240 0.1673594 0.0414292 STR FOXP1 IGF2R - RPS8 1.0000000 0.2603980 1
RPL11 0.4172662 0.1033299 0.1787244 0.0405228 STR FOXP1 IGF2R - RPS8 1.0000000 0.2603980 1
MT-ND4 0.6043165 0.0867769 0.1036388 0.0400073 STR FOXP1 IGF2R - RPS8 1.0000000 0.2603980 1
RPLP1 0.5971223 0.0856275 0.1030103 0.0161615 STR FOXP1 IGF2R - RPS8 1.0000000 0.1648476 1
RPL13A 0.5179856 0.0790160 0.1100627 0.0142945 STR FOXP1 IGF2R - RPS8 1.0000000 0.1620039 1
PTMA 0.5467626 0.0588473 0.0771739 0.0433997 STR FOXP1 IGF2R - RPS8 1.0000000 0.2603980 1
SLBP 0.7122302 0.0572703 0.0526167 0.0092117 STR FOXP1 IGF2R - RPS8 0.9395983 0.1174498 1
STMN1 1.0000000 1.5374345 1.5915613 0.0000000 STR FOXP1 IGF2R - STMN1 0.0000000 0.0000000 1
DCTN2 0.1081081 0.6794535 2.6849674 0.0002594 STR FOXP1 IGF2R - STMN1 0.0373607 0.0186804 1
PDCD5 0.1081081 0.4719944 1.8815918 0.0141076 STR FOXP1 IGF2R - STMN1 1.0000000 0.4062998 1
ARPC3 0.1351351 0.4702547 1.7117916 0.0086574 STR FOXP1 IGF2R - STMN1 1.0000000 0.3282363 1
SDCCAG8 0.1081081 0.4694543 1.9106472 0.0091177 STR FOXP1 IGF2R - STMN1 1.0000000 0.3282363 1
CLTA 0.1351351 0.4133105 1.5378774 0.0176435 STR FOXP1 IGF2R - STMN1 1.0000000 0.4234441 1
COPB1 0.1081081 0.4063713 1.6292178 0.0329652 STR FOXP1 IGF2R - STMN1 1.0000000 0.5922374 1
ZCRB1 0.1351351 0.3780760 1.3937108 0.0322672 STR FOXP1 IGF2R - STMN1 1.0000000 0.5922374 1
MRPS5 0.1081081 0.3705428 1.5177003 0.0412630 STR FOXP1 IGF2R - STMN1 1.0000000 0.5941866 1
ENSG00000283041 0.1351351 0.3694490 1.3622641 0.0370148 STR FOXP1 IGF2R - STMN1 1.0000000 0.5922374 1
ZFPM2 1.0000000 1.6648296 1.7713085 0.0000000 STR FOXP1 IGF2R - ZFPM2 0.0000000 0.0000000 1
ENSG00000173727 0.1500000 1.2737473 3.7818949 0.0000005 STR FOXP1 IGF2R - ZFPM2 0.0000550 0.0000275 1
FNDC3A 0.1500000 0.9380320 2.9742528 0.0001286 STR FOXP1 IGF2R - ZFPM2 0.0132497 0.0044166 1
NDUFB10 0.1500000 0.8043915 2.5528172 0.0016155 STR FOXP1 IGF2R - ZFPM2 0.1663972 0.0332794 1
SGCD 0.1500000 0.7789338 2.5355826 0.0014019 STR FOXP1 IGF2R - ZFPM2 0.1443920 0.0332794 1
NSA2 0.1500000 0.6833855 2.2990949 0.0036330 STR FOXP1 IGF2R - ZFPM2 0.3742039 0.0623673 1
UBBP4 0.1500000 0.6508630 2.1781607 0.0066559 STR FOXP1 IGF2R - ZFPM2 0.6855606 0.0888098 1
CBX3 0.2500000 0.6279590 1.6072053 0.0068978 STR FOXP1 IGF2R - ZFPM2 0.7104785 0.0888098 1
CALU 0.1500000 0.6148489 2.0094776 0.0157705 STR FOXP1 IGF2R - ZFPM2 1.0000000 0.1804849 1
MAP4 0.1500000 0.5702827 1.9060597 0.0195482 STR FOXP1 IGF2R - ZFPM2 1.0000000 0.1915539 1
LSM5 0.1500000 0.5625623 1.8616358 0.0223170 STR FOXP1 IGF2R - ZFPM2 1.0000000 0.1915539 1
RAB13 0.2000000 0.5368514 1.5832625 0.0217717 STR FOXP1 IGF2R - ZFPM2 1.0000000 0.1915539 1
RPL10P16 0.2000000 0.5360017 1.5487084 0.0252203 STR FOXP1 IGF2R - ZFPM2 1.0000000 0.1998223 1
POGZ 0.1500000 0.5329617 1.7908377 0.0291351 STR FOXP1 IGF2R - ZFPM2 1.0000000 0.2143514 1
VAPA 0.1500000 0.5156046 1.7282819 0.0359003 STR FOXP1 IGF2R - ZFPM2 1.0000000 0.2311083 1
SV2B 0.2500000 0.4908183 1.2550757 0.0348957 STR FOXP1 IGF2R - ZFPM2 1.0000000 0.2311083 1
CCT8 0.1500000 0.4854949 1.6533460 0.0426429 STR FOXP1 IGF2R - ZFPM2 1.0000000 0.2583659 1
HSP90AA1 1.0000000 1.5665926 1.6703933 0.0000000 STR FOXP1 MALAT1 - HSP90AA1 0.0000000 0.0000000 0
HSP90AA2P 0.2692308 1.0438646 2.8021638 0.0000000 STR FOXP1 MALAT1 - HSP90AA1 0.0000000 0.0000000 0
TNRC6C 0.1538462 1.0007362 3.6235634 0.0000000 STR FOXP1 MALAT1 - HSP90AA1 0.0000000 0.0000000 0
PHTF1 0.1153846 0.8858709 3.6490886 0.0000000 STR FOXP1 MALAT1 - HSP90AA1 0.0000007 0.0000001 0
LARP1 0.1730769 0.8697880 2.9434297 0.0000000 STR FOXP1 MALAT1 - HSP90AA1 0.0000005 0.0000001 0
KAT6A 0.1346154 0.8213747 3.1257557 0.0000000 STR FOXP1 MALAT1 - HSP90AA1 0.0000096 0.0000012 0
PSIP1 0.1923077 0.8085752 2.6251172 0.0000000 STR FOXP1 MALAT1 - HSP90AA1 0.0000033 0.0000005 0
CD46 0.1923077 0.7821351 2.5764670 0.0000000 STR FOXP1 MALAT1 - HSP90AA1 0.0000037 0.0000005 0
LBR 0.1923077 0.7781473 2.5210346 0.0000000 STR FOXP1 MALAT1 - HSP90AA1 0.0000134 0.0000015 0
KLHL5 0.1153846 0.7661888 3.1533375 0.0000001 STR FOXP1 MALAT1 - HSP90AA1 0.0000751 0.0000058 0
ZNF83 0.1153846 0.7602743 3.2033619 0.0000000 STR FOXP1 MALAT1 - HSP90AA1 0.0000236 0.0000024 0
DESI2 0.1153846 0.7533364 3.1241245 0.0000001 STR FOXP1 MALAT1 - HSP90AA1 0.0000761 0.0000058 0
GAP43 0.3076923 0.7356485 1.8689993 0.0000001 STR FOXP1 MALAT1 - HSP90AA1 0.0000677 0.0000058 0
ZNF638 0.2692308 0.7267032 1.9875267 0.0000001 STR FOXP1 MALAT1 - HSP90AA1 0.0000816 0.0000058 0
CCAR1 0.2500000 0.7212562 2.0227210 0.0000003 STR FOXP1 MALAT1 - HSP90AA1 0.0001692 0.0000106 0
DPYSL3 0.1923077 0.7131164 2.2927710 0.0000004 STR FOXP1 MALAT1 - HSP90AA1 0.0002587 0.0000152 0
SLC38A1 0.1730769 0.7102261 2.3872247 0.0000008 STR FOXP1 MALAT1 - HSP90AA1 0.0004942 0.0000219 0
MINDY2 0.1346154 0.6992437 2.6916208 0.0000009 STR FOXP1 MALAT1 - HSP90AA1 0.0005084 0.0000219 0
DPY30.var2 0.1153846 0.6991698 2.8933672 0.0000011 STR FOXP1 MALAT1 - HSP90AA1 0.0006516 0.0000235 0
ENSG00000246225 0.2115385 0.6982871 2.1202163 0.0000009 STR FOXP1 MALAT1 - HSP90AA1 0.0005248 0.0000219 0
SNHG14 0.2307692 0.6856663 2.0313683 0.0000007 STR FOXP1 MALAT1 - HSP90AA1 0.0003898 0.0000195 0
AKAP8L 0.1153846 0.6846935 2.8607906 0.0000012 STR FOXP1 MALAT1 - HSP90AA1 0.0006953 0.0000235 0
RBPJ 0.1730769 0.6789802 2.3232032 0.0000009 STR FOXP1 MALAT1 - HSP90AA1 0.0005529 0.0000221 0
SON 0.2307692 0.6752548 2.0101017 0.0000008 STR FOXP1 MALAT1 - HSP90AA1 0.0004872 0.0000219 0
ATP1B3 0.1538462 0.6603251 2.4254246 0.0000012 STR FOXP1 MALAT1 - HSP90AA1 0.0007050 0.0000235 0
NPM1 1.0000000 1.6886401 1.8270530 0.0000000 STR FOXP1 MALAT1 - NPM1 0.0000000 0.0000000 0
COPS5 0.1562500 1.5242723 4.8507517 0.0000000 STR FOXP1 MALAT1 - NPM1 0.0000000 0.0000000 0
MBD2 0.1250000 1.1372857 4.0536498 0.0000000 STR FOXP1 MALAT1 - NPM1 0.0000005 0.0000002 0
LIN52 0.1250000 1.0078145 3.6472043 0.0000001 STR FOXP1 MALAT1 - NPM1 0.0000218 0.0000054 0
CADM2 0.2500000 0.9165573 2.4969197 0.0000002 STR FOXP1 MALAT1 - NPM1 0.0000638 0.0000106 0
ENSG00000229588 0.1250000 0.9149017 3.2850438 0.0000021 STR FOXP1 MALAT1 - NPM1 0.0008584 0.0000954 0
OTUD7A 0.1562500 0.9132726 3.0139992 0.0000009 STR FOXP1 MALAT1 - NPM1 0.0003794 0.0000474 0
C12orf76 0.1250000 0.8922402 3.4346676 0.0000001 STR FOXP1 MALAT1 - NPM1 0.0000300 0.0000060 0
PDSS2 0.1250000 0.8902484 3.2443089 0.0000026 STR FOXP1 MALAT1 - NPM1 0.0010216 0.0001022 0
SWI5 0.1250000 0.8701682 3.1511274 0.0000058 STR FOXP1 MALAT1 - NPM1 0.0023009 0.0001917 0
CDK8 0.1250000 0.8693773 3.2590576 0.0000009 STR FOXP1 MALAT1 - NPM1 0.0003783 0.0000474 0
SRPK1 0.1250000 0.8198718 3.0081395 0.0000135 STR FOXP1 MALAT1 - NPM1 0.0054191 0.0003387 0
DLGAP4 0.1562500 0.8022868 2.7470401 0.0000052 STR FOXP1 MALAT1 - NPM1 0.0020803 0.0001891 0
ZC3H13 0.2812500 0.7994000 2.0130916 0.0000121 STR FOXP1 MALAT1 - NPM1 0.0048325 0.0003222 0
FAM172A.var1 0.2187500 0.7834043 2.2867987 0.0000089 STR FOXP1 MALAT1 - NPM1 0.0035573 0.0002541 0
NECTIN3 0.1250000 0.7639695 2.9488264 0.0000076 STR FOXP1 MALAT1 - NPM1 0.0030409 0.0002339 0
MRPL55 0.1250000 0.7433528 2.8164079 0.0000348 STR FOXP1 MALAT1 - NPM1 0.0139044 0.0007725 0
NPM1P39 0.3125000 0.7247522 1.7651592 0.0000483 STR FOXP1 MALAT1 - NPM1 0.0193197 0.0009660 0
PRDX1 0.2500000 0.7169313 1.9559559 0.0000555 STR FOXP1 MALAT1 - NPM1 0.0221878 0.0010566 0
TTC1 0.1875000 0.7134794 2.3101749 0.0000226 STR FOXP1 MALAT1 - NPM1 0.0090290 0.0005311 0
NXN.var1 0.1250000 0.7084549 2.6699715 0.0001150 STR FOXP1 MALAT1 - NPM1 0.0459933 0.0019164 0
ACTR6 0.1250000 0.7004348 2.7315005 0.0000371 STR FOXP1 MALAT1 - NPM1 0.0148235 0.0007802 0
ASB3 0.1250000 0.6974510 2.6123449 0.0001851 STR FOXP1 MALAT1 - NPM1 0.0740223 0.0028470 0
SMAP2 0.1562500 0.6924169 2.3136725 0.0002725 STR FOXP1 MALAT1 - NPM1 0.1090055 0.0035163 0
PIK3C3 0.1562500 0.6859006 2.3001599 0.0002821 STR FOXP1 MALAT1 - NPM1 0.1128338 0.0035261 0
CDKL1 0.1250000 1.8506037 6.1422152 0.0000000 STR FOXP1 MALAT1 - NUCKS1 0.0000000 0.0000000 0
NUCKS1 1.0000000 1.6743187 1.8062014 0.0000000 STR FOXP1 MALAT1 - NUCKS1 0.0000000 0.0000000 0
ZNF529 0.1250000 1.6309321 5.4065376 0.0000000 STR FOXP1 MALAT1 - NUCKS1 0.0000000 0.0000000 0
CTTN-DT 0.1250000 1.5252857 4.9984354 0.0000000 STR FOXP1 MALAT1 - NUCKS1 0.0000000 0.0000000 0
NUCKS1P1 0.1250000 1.4710213 4.9154108 0.0000000 STR FOXP1 MALAT1 - NUCKS1 0.0000000 0.0000000 0
CWF19L2 0.1250000 1.3925093 4.6220336 0.0000000 STR FOXP1 MALAT1 - NUCKS1 0.0000001 0.0000000 0
DPP8 0.1666667 1.3811025 4.0780932 0.0000000 STR FOXP1 MALAT1 - NUCKS1 0.0000001 0.0000000 0
MIR124-2HG 0.2500000 1.3760347 3.4591756 0.0000000 STR FOXP1 MALAT1 - NUCKS1 0.0000000 0.0000000 0
USP54 0.1250000 1.3755868 4.4558277 0.0000000 STR FOXP1 MALAT1 - NUCKS1 0.0000014 0.0000001 0
NDUFAF6 0.1666667 1.3016711 3.9674261 0.0000000 STR FOXP1 MALAT1 - NUCKS1 0.0000001 0.0000000 0
ARMC2 0.1250000 1.3004525 4.3392561 0.0000000 STR FOXP1 MALAT1 - NUCKS1 0.0000015 0.0000001 0
ZNF330 0.1250000 1.2843528 4.4394988 0.0000000 STR FOXP1 MALAT1 - NUCKS1 0.0000001 0.0000000 0
TSC22D1.var1 0.2083333 1.2432541 3.4046271 0.0000000 STR FOXP1 MALAT1 - NUCKS1 0.0000029 0.0000002 0
SEC23IP 0.1666667 1.2352881 3.7377949 0.0000000 STR FOXP1 MALAT1 - NUCKS1 0.0000027 0.0000002 0
ICA1 0.1250000 1.2023299 4.1858265 0.0000000 STR FOXP1 MALAT1 - NUCKS1 0.0000017 0.0000001 0
NEK1 0.1666667 1.2011670 3.6277938 0.0000000 STR FOXP1 MALAT1 - NUCKS1 0.0000101 0.0000005 0
CUL2 0.1666667 1.1923761 3.6229360 0.0000000 STR FOXP1 MALAT1 - NUCKS1 0.0000104 0.0000005 0
ATP6V1E1 0.1250000 1.1827541 4.0533044 0.0000000 STR FOXP1 MALAT1 - NUCKS1 0.0000161 0.0000008 0
ENSG00000253636 0.1250000 1.1763574 3.9514206 0.0000002 STR FOXP1 MALAT1 - NUCKS1 0.0000959 0.0000037 0
ZNF496 0.1250000 1.1734534 3.9430289 0.0000002 STR FOXP1 MALAT1 - NUCKS1 0.0000913 0.0000037 0
TRDMT1 0.1250000 1.1709699 3.9367678 0.0000001 STR FOXP1 MALAT1 - NUCKS1 0.0000870 0.0000036 0
EIF4ENIF1 0.1250000 1.1595253 4.1194036 0.0000000 STR FOXP1 MALAT1 - NUCKS1 0.0000018 0.0000001 0
PTCH1 0.1250000 1.1587542 4.1194356 0.0000000 STR FOXP1 MALAT1 - NUCKS1 0.0000018 0.0000001 0
TSC22D2 0.1250000 1.1509641 3.9994441 0.0000000 STR FOXP1 MALAT1 - NUCKS1 0.0000165 0.0000008 0
BPTF 0.3750000 1.0955847 2.3553677 0.0000001 STR FOXP1 MALAT1 - NUCKS1 0.0000601 0.0000026 0
GLTP 0.1153846 1.7650952 6.1839554 0.0000000 STR FOXP1 MALAT1 - RPS27A 0.0000000 0.0000000 0
RPS27AP5 0.5384615 1.5106234 2.5659312 0.0000000 STR FOXP1 MALAT1 - RPS27A 0.0000000 0.0000000 0
RPS27A 1.0000000 1.4328941 1.4637093 0.0000000 STR FOXP1 MALAT1 - RPS27A 0.0000000 0.0000000 0
ZHX3 0.1153846 1.3627549 4.6531611 0.0000000 STR FOXP1 MALAT1 - RPS27A 0.0000005 0.0000001 0
GABARAPL1 0.1153846 1.1829542 4.3463890 0.0000000 STR FOXP1 MALAT1 - RPS27A 0.0000006 0.0000001 0
CDH6 0.1153846 1.1464318 4.1427202 0.0000000 STR FOXP1 MALAT1 - RPS27A 0.0000092 0.0000013 0
CD200 0.1538462 1.1059707 3.5217705 0.0000001 STR FOXP1 MALAT1 - RPS27A 0.0000511 0.0000064 0
ESYT2 0.1923077 1.1025314 3.2801671 0.0000000 STR FOXP1 MALAT1 - RPS27A 0.0000077 0.0000013 0
VPS36 0.1923077 0.9727538 2.9167826 0.0000007 STR FOXP1 MALAT1 - RPS27A 0.0004316 0.0000480 0
PPM1L 0.1538462 0.9689069 3.1199387 0.0000035 STR FOXP1 MALAT1 - RPS27A 0.0023043 0.0002003 0
RPS27AP16 0.3846154 0.9317004 1.9923956 0.0000036 STR FOXP1 MALAT1 - RPS27A 0.0024031 0.0002003 0
ACVR2A 0.1538462 0.9131946 2.9582412 0.0000140 STR FOXP1 MALAT1 - RPS27A 0.0092809 0.0006187 0
NIPSNAP1 0.1538462 0.8883719 2.9508139 0.0000088 STR FOXP1 MALAT1 - RPS27A 0.0058158 0.0004474 0
SYPL1 0.1153846 0.8790340 3.4718947 0.0000008 STR FOXP1 MALAT1 - RPS27A 0.0005105 0.0000510 0
RSPRY1 0.1153846 0.8696517 3.1915215 0.0000535 STR FOXP1 MALAT1 - RPS27A 0.0353876 0.0013314 0
PAK5 0.1153846 0.8676990 3.2417527 0.0000238 STR FOXP1 MALAT1 - RPS27A 0.0157305 0.0009190 0
REV3L 0.1538462 0.8668838 2.8478983 0.0000290 STR FOXP1 MALAT1 - RPS27A 0.0191833 0.0009190 0
UROS 0.1538462 0.8644264 2.9079058 0.0000103 STR FOXP1 MALAT1 - RPS27A 0.0068076 0.0004863 0
NELL2.var1 0.1153846 0.8374197 3.1285187 0.0000543 STR FOXP1 MALAT1 - RPS27A 0.0359466 0.0013314 0
MED15 0.1538462 0.8359422 2.7893389 0.0000313 STR FOXP1 MALAT1 - RPS27A 0.0207322 0.0009190 0
PTBP3 0.1153846 0.8338013 3.1752358 0.0000250 STR FOXP1 MALAT1 - RPS27A 0.0165497 0.0009190 0
PTCD3 0.1153846 0.8311316 3.1146176 0.0000543 STR FOXP1 MALAT1 - RPS27A 0.0359466 0.0013314 0
KIFAP3.var1 0.1538462 0.8261163 2.7749869 0.0000319 STR FOXP1 MALAT1 - RPS27A 0.0211376 0.0009190 0
TCEAL1 0.1153846 0.8174927 3.0919056 0.0000587 STR FOXP1 MALAT1 - RPS27A 0.0388697 0.0013881 0
HIGD2A 0.2307692 0.8097915 2.3168810 0.0000179 STR FOXP1 MALAT1 - RPS27A 0.0118230 0.0007389 0
RPS8 1.0000000 1.0835276 0.9112552 0.0000000 STR FOXP1 MALAT1 - RPS8 0.0000000 0.0000000 0
GBE1.var1 0.2455090 0.6310285 1.9854116 0.0000000 STR FOXP1 MALAT1 - RPS8 0.0000000 0.0000000 0
ENSG00000225200 0.3473054 0.5534180 1.3380346 0.0000000 STR FOXP1 MALAT1 - RPS8 0.0000005 0.0000002 0
ENSG00000287029 0.1856287 0.3880346 1.3680839 0.0000059 STR FOXP1 MALAT1 - RPS8 0.0026657 0.0005331 0
BOD1L1 0.1137725 0.3878904 1.8617850 0.0000039 STR FOXP1 MALAT1 - RPS8 0.0017764 0.0004441 0
ATP5F1C 0.1137725 0.3837602 1.8053761 0.0000116 STR FOXP1 MALAT1 - RPS8 0.0052585 0.0008764 0
RPS3AP47 0.2514970 0.3650430 1.0495706 0.0000358 STR FOXP1 MALAT1 - RPS8 0.0162097 0.0020262 0
IL1RAPL1 0.1077844 0.3614885 1.7575061 0.0000236 STR FOXP1 MALAT1 - RPS8 0.0107111 0.0015302 0
CKS1B 0.1616766 0.3579168 1.3431035 0.0000414 STR FOXP1 MALAT1 - RPS8 0.0187677 0.0020853 0
EIF5B 0.1976048 0.3453589 1.1446511 0.0000596 STR FOXP1 MALAT1 - RPS8 0.0270143 0.0026742 0
ENSG00000244313 0.1676647 0.3448966 1.2631570 0.0000649 STR FOXP1 MALAT1 - RPS8 0.0294157 0.0026742 0
RPS19 0.6167665 0.3410216 0.4733142 0.0035471 STR FOXP1 MALAT1 - RPS8 1.0000000 0.0357076 0
HP1BP3 0.2155689 0.3401828 1.0753155 0.0000761 STR FOXP1 MALAT1 - RPS8 0.0344604 0.0028717 0
PRRC2C 0.2694611 0.3357824 0.9055770 0.0001391 STR FOXP1 MALAT1 - RPS8 0.0630250 0.0042017 0
SUPT16H 0.1197605 0.3343881 1.4899447 0.0001208 STR FOXP1 MALAT1 - RPS8 0.0547297 0.0039093 0
PPFIA2.var1 0.1197605 0.3241365 1.4140784 0.0003022 STR FOXP1 MALAT1 - RPS8 0.1368748 0.0076042 0
RPL28 0.2634731 0.3172406 0.8686624 0.0003816 STR FOXP1 MALAT1 - RPS8 0.1728528 0.0090975 0
SH3KBP1 0.1017964 0.3154052 1.5851576 0.0001019 STR FOXP1 MALAT1 - RPS8 0.0461439 0.0035495 0
SSRP1 0.1317365 0.3118402 1.3260986 0.0001871 STR FOXP1 MALAT1 - RPS8 0.0847345 0.0049844 0
PPIA 0.4491018 0.3113669 0.5803104 0.0039927 STR FOXP1 MALAT1 - RPS8 1.0000000 0.0367827 0
RBM25 0.1796407 0.3112619 1.0705371 0.0004559 STR FOXP1 MALAT1 - RPS8 0.2065287 0.0098347 0
KAZN 0.1616766 0.3105417 1.1734726 0.0001728 STR FOXP1 MALAT1 - RPS8 0.0782642 0.0048915 0
HSPD1 0.3053892 0.3019576 0.7407701 0.0007108 STR FOXP1 MALAT1 - RPS8 0.3219935 0.0128797 0
ZMYM4 0.1077844 0.3012385 1.4039055 0.0005825 STR FOXP1 MALAT1 - RPS8 0.2638554 0.0114720 0
NCL 0.3473054 0.2981546 0.6688818 0.0011887 STR FOXP1 MALAT1 - RPS8 0.5384958 0.0184246 0
MZF1 0.1739130 1.9749991 5.4196046 0.0000000 STR FOXP1 MALAT1 - ZFPM2 0.0000000 0.0000000 0
SLC25A25 0.1304348 1.9268825 6.1703948 0.0000000 STR FOXP1 MALAT1 - ZFPM2 0.0000000 0.0000000 0
ZFPM2 1.0000000 1.6217269 1.7487686 0.0000000 STR FOXP1 MALAT1 - ZFPM2 0.0000000 0.0000000 0
ENSG00000268575 0.1304348 1.4811566 4.8865074 0.0000000 STR FOXP1 MALAT1 - ZFPM2 0.0000000 0.0000000 0
ARMH3.var1 0.1304348 1.4651715 4.5696595 0.0000000 STR FOXP1 MALAT1 - ZFPM2 0.0000003 0.0000000 0
TM7SF3 0.1304348 1.4103932 4.6151067 0.0000000 STR FOXP1 MALAT1 - ZFPM2 0.0000000 0.0000000 0
LINC00869 0.1304348 1.3939017 4.4531881 0.0000000 STR FOXP1 MALAT1 - ZFPM2 0.0000003 0.0000000 0
CCDC40 0.1304348 1.2612146 4.2506981 0.0000000 STR FOXP1 MALAT1 - ZFPM2 0.0000004 0.0000001 0
ZDHHC14 0.1304348 1.2452947 4.1224222 0.0000000 STR FOXP1 MALAT1 - ZFPM2 0.0000042 0.0000005 0
CWC25 0.1304348 1.1758481 3.8395683 0.0000004 STR FOXP1 MALAT1 - ZFPM2 0.0001235 0.0000072 0
RFX7 0.1304348 1.1634836 3.8273215 0.0000004 STR FOXP1 MALAT1 - ZFPM2 0.0001294 0.0000072 0
PHF12 0.1304348 1.1626343 3.9988318 0.0000000 STR FOXP1 MALAT1 - ZFPM2 0.0000046 0.0000005 0
AAK1 0.1304348 1.1350717 3.7808214 0.0000004 STR FOXP1 MALAT1 - ZFPM2 0.0001294 0.0000072 0
STK25 0.1304348 1.1270951 3.7686996 0.0000004 STR FOXP1 MALAT1 - ZFPM2 0.0001419 0.0000075 0
MAST2 0.1739130 1.1207087 3.3503892 0.0000002 STR FOXP1 MALAT1 - ZFPM2 0.0000796 0.0000057 0
XKR4 0.1739130 1.1069146 3.2912983 0.0000006 STR FOXP1 MALAT1 - ZFPM2 0.0002022 0.0000088 0
WDR37 0.1304348 1.1056977 3.8156194 0.0000001 STR FOXP1 MALAT1 - ZFPM2 0.0000329 0.0000027 0
SPPL3 0.1739130 1.0998164 3.3664530 0.0000001 STR FOXP1 MALAT1 - ZFPM2 0.0000385 0.0000030 0
MID1 0.1304348 1.0990762 3.7236752 0.0000005 STR FOXP1 MALAT1 - ZFPM2 0.0001556 0.0000077 0
FBXO42 0.2173913 1.0859889 2.9660700 0.0000005 STR FOXP1 MALAT1 - ZFPM2 0.0001684 0.0000077 0
DOCK7 0.1739130 1.0630204 3.2301149 0.0000006 STR FOXP1 MALAT1 - ZFPM2 0.0002130 0.0000089 0
PGAP1 0.1739130 1.0579488 3.2613585 0.0000003 STR FOXP1 MALAT1 - ZFPM2 0.0001012 0.0000067 0
DENND1A.var1 0.1304348 1.0537384 3.5773429 0.0000015 STR FOXP1 MALAT1 - ZFPM2 0.0005231 0.0000194 0
CADM2 0.2608696 1.0432243 2.6157751 0.0000015 STR FOXP1 MALAT1 - ZFPM2 0.0005193 0.0000194 0
BASP1 0.1739130 1.0420021 3.1979870 0.0000007 STR FOXP1 MALAT1 - ZFPM2 0.0002244 0.0000090 0
ENSG00000223393 1.0000000 1.7097009 1.8468940 0.0000000 STR TAC1 MALAT1 - ENSG00000223393 0.0000000 0.0000000 0
NUP210L 0.1481481 0.9975761 3.7177891 0.0000000 STR TAC1 MALAT1 - ENSG00000223393 0.0000000 0.0000000 0
SMARCA4 0.1851852 0.8367953 2.6917319 0.0000000 STR TAC1 MALAT1 - ENSG00000223393 0.0000033 0.0000011 0
PI4KA 0.1111111 0.7512923 3.0887592 0.0000007 STR TAC1 MALAT1 - ENSG00000223393 0.0002624 0.0000292 0
AGO1 0.1481481 0.7407699 2.7269030 0.0000001 STR TAC1 MALAT1 - ENSG00000223393 0.0000453 0.0000113 0
MON2 0.1111111 0.7259288 3.0784598 0.0000003 STR TAC1 MALAT1 - ENSG00000223393 0.0001079 0.0000190 0
ACVR2A 0.1296296 0.7007444 2.7867917 0.0000003 STR TAC1 MALAT1 - ENSG00000223393 0.0001329 0.0000190 0
PRPF6 0.1296296 0.6980640 2.7778652 0.0000003 STR TAC1 MALAT1 - ENSG00000223393 0.0001299 0.0000190 0
GATAD2B 0.1666667 0.6978548 2.4188657 0.0000006 STR TAC1 MALAT1 - ENSG00000223393 0.0002289 0.0000286 0
ELF2 0.1296296 0.6660432 2.6307986 0.0000017 STR TAC1 MALAT1 - ENSG00000223393 0.0006972 0.0000634 0
CCNT2 0.1296296 0.6444149 2.5394575 0.0000038 STR TAC1 MALAT1 - ENSG00000223393 0.0015173 0.0001127 0
NEGR1.var1 0.1111111 0.6441255 2.7265362 0.0000050 STR TAC1 MALAT1 - ENSG00000223393 0.0019970 0.0001331 0
FAF1.var1 0.1111111 0.6433834 2.7709135 0.0000023 STR TAC1 MALAT1 - ENSG00000223393 0.0009242 0.0000770 0
FTX 0.2777778 0.6393535 1.6815144 0.0000039 STR TAC1 MALAT1 - ENSG00000223393 0.0015780 0.0001127 0
DHX36 0.1851852 0.6390660 2.0747432 0.0000071 STR TAC1 MALAT1 - ENSG00000223393 0.0028428 0.0001537 0
IGF2BP3 0.1296296 0.6379768 2.4675390 0.0000118 STR TAC1 MALAT1 - ENSG00000223393 0.0047246 0.0002015 0
REV1 0.1111111 0.6347018 2.7967504 0.0000010 STR TAC1 MALAT1 - ENSG00000223393 0.0004006 0.0000401 0
DCLK1 0.1851852 0.6302166 2.0405388 0.0000102 STR TAC1 MALAT1 - ENSG00000223393 0.0040986 0.0001918 0
NORAD 0.1481481 0.6285282 2.2911951 0.0000103 STR TAC1 MALAT1 - ENSG00000223393 0.0041177 0.0001918 0
NCOA4 0.1296296 0.6255061 2.4675211 0.0000073 STR TAC1 MALAT1 - ENSG00000223393 0.0029202 0.0001537 0
SHOC2 0.1111111 0.6241163 2.6784375 0.0000057 STR TAC1 MALAT1 - ENSG00000223393 0.0022687 0.0001418 0
CLASP1 0.1481481 0.6066438 2.1966582 0.0000263 STR TAC1 MALAT1 - ENSG00000223393 0.0105598 0.0003771 0
WDR70 0.1111111 0.6011865 2.5767220 0.0000126 STR TAC1 MALAT1 - ENSG00000223393 0.0050365 0.0002015 0
GOLGA8A 0.2037037 0.5985843 1.8938466 0.0000105 STR TAC1 MALAT1 - ENSG00000223393 0.0042191 0.0001918 0
WDR33 0.1296296 0.5974607 2.3387828 0.0000236 STR TAC1 MALAT1 - ENSG00000223393 0.0094626 0.0003505 0
KDSR 0.1363636 1.7640863 5.4846343 0.0000000 STR TAC1 MALAT1 - RPL11 0.0000000 0.0000000 0
RPL11 1.0000000 1.4785680 1.5300090 0.0000000 STR TAC1 MALAT1 - RPL11 0.0000000 0.0000000 0
MORN2 0.1363636 1.3149179 4.3002929 0.0000000 STR TAC1 MALAT1 - RPL11 0.0000002 0.0000001 0
TCEAL8 0.2272727 1.2980139 3.4092290 0.0000000 STR TAC1 MALAT1 - RPL11 0.0000007 0.0000002 0
TIMM21 0.1818182 1.1262178 3.3481267 0.0000001 STR TAC1 MALAT1 - RPL11 0.0000484 0.0000097 0
MLF1 0.1363636 1.1024443 3.7090341 0.0000003 STR TAC1 MALAT1 - RPL11 0.0000924 0.0000154 0
C12orf76 0.1363636 1.0890684 3.6211116 0.0000009 STR TAC1 MALAT1 - RPL11 0.0003170 0.0000453 0
PTP4A2 0.2272727 0.9950720 2.6946457 0.0000050 STR TAC1 MALAT1 - RPL11 0.0018360 0.0002295 0
GUCY1A2 0.1363636 0.9671333 3.3075996 0.0000073 STR TAC1 MALAT1 - RPL11 0.0026758 0.0002973 0
KDELR1 0.1363636 0.9639985 3.1973512 0.0000330 STR TAC1 MALAT1 - RPL11 0.0121089 0.0010091 0
ARL6IP1 0.2727273 0.9298835 2.3099874 0.0000235 STR TAC1 MALAT1 - RPL11 0.0086381 0.0007853 0
SLC25A37 0.1363636 0.9146201 3.1204407 0.0000376 STR TAC1 MALAT1 - RPL11 0.0137924 0.0010511 0
TMEM126A 0.1363636 0.9055232 3.1088481 0.0000401 STR TAC1 MALAT1 - RPL11 0.0147152 0.0010511 0
ITGAE 0.1363636 0.8823835 3.1159177 0.0000199 STR TAC1 MALAT1 - RPL11 0.0073004 0.0007300 0
PTPRZ1 0.1363636 0.8602113 2.9840675 0.0000774 STR TAC1 MALAT1 - RPL11 0.0284173 0.0017761 0
STRN3 0.1363636 0.8425472 2.9975144 0.0000449 STR TAC1 MALAT1 - RPL11 0.0164728 0.0010982 0
SPECC1 0.1363636 0.8374000 2.8300890 0.0003286 STR TAC1 MALAT1 - RPL11 0.1206013 0.0060301 0
FAM3C 0.1363636 0.8132172 2.8616739 0.0001582 STR TAC1 MALAT1 - RPL11 0.0580416 0.0034142 0
ERP29 0.1818182 0.8050847 2.4973958 0.0001948 STR TAC1 MALAT1 - RPL11 0.0714901 0.0039717 0
SEC13 0.1363636 0.7855745 2.7079250 0.0005540 STR TAC1 MALAT1 - RPL11 0.2033144 0.0088398 0
EEF1E1 0.1363636 0.7751995 2.7206505 0.0004031 STR TAC1 MALAT1 - RPL11 0.1479352 0.0070445 0
RND3 0.1818182 0.7273896 2.3457105 0.0003025 STR TAC1 MALAT1 - RPL11 0.1110311 0.0058437 0
GARS1 0.1818182 0.7227917 2.2951917 0.0005218 STR TAC1 MALAT1 - RPL11 0.1915028 0.0087047 0
DNAH14.var1 0.1363636 0.7187626 2.5529814 0.0009215 STR TAC1 MALAT1 - RPL11 0.3381854 0.0118539 0
MRPL47 0.1363636 0.7118185 2.5417643 0.0010326 STR TAC1 MALAT1 - RPL11 0.3789591 0.0122245 0
RPL19 1.0000000 1.7542451 1.8324174 0.0000000 Unknow IGF2R - RPL19 0.0000000 0.0000000 1
INTS6 0.1153846 1.1566078 4.0553004 0.0000001 Unknow IGF2R - RPL19 0.0000170 0.0000085 1
AURKA 0.1538462 1.0660359 3.3145291 0.0000013 Unknow IGF2R - RPL19 0.0002256 0.0000752 1
RPL19P4 0.1538462 0.9804135 3.0310454 0.0000201 Unknow IGF2R - RPL19 0.0035358 0.0008839 1
CAST 0.1153846 0.8562497 3.1124576 0.0000962 Unknow IGF2R - RPL19 0.0169322 0.0033864 1
FAM153CP 0.1923077 0.8009816 2.3205870 0.0002232 Unknow IGF2R - RPL19 0.0392873 0.0065479 1
RAB3C 0.1153846 0.7730571 2.7883818 0.0008754 Unknow IGF2R - RPL19 0.1540778 0.0192597 1
SIKE1 0.1538462 0.7420073 2.3922293 0.0008292 Unknow IGF2R - RPL19 0.1459351 0.0192597 1
ACAT1 0.1153846 0.7149318 2.6409227 0.0014008 Unknow IGF2R - RPL19 0.2465474 0.0273942 1
ZNHIT1 0.1153846 0.6763817 2.5025045 0.0028397 Unknow IGF2R - RPL19 0.4997896 0.0411197 1
CKAP2 0.1153846 0.6728551 2.5240082 0.0021007 Unknow IGF2R - RPL19 0.3697190 0.0336108 1
RPL26L1 0.1153846 0.6475867 2.4128977 0.0038828 Unknow IGF2R - RPL19 0.6833711 0.0488122 1
THOC7 0.1153846 0.6240803 2.3914507 0.0030373 Unknow IGF2R - RPL19 0.5345566 0.0411197 1
TBL1XR1 0.1153846 0.6027435 2.2688909 0.0069155 Unknow IGF2R - RPL19 1.0000000 0.0715959 1
NDUFC1 0.1153846 0.5978875 2.2794222 0.0051753 Unknow IGF2R - RPL19 0.9108490 0.0607233 1
MTHFD2 0.1153846 0.5820929 2.2490441 0.0055973 Unknow IGF2R - RPL19 0.9851197 0.0615700 1
KPNA2 0.1153846 0.5616149 2.1778330 0.0078295 Unknow IGF2R - RPL19 1.0000000 0.0765556 1
BANF1 0.1153846 0.5464859 2.1201523 0.0096296 Unknow IGF2R - RPL19 1.0000000 0.0892004 1
RPS3 0.5384615 0.5445310 0.8609909 0.0019845 Unknow IGF2R - RPL19 0.3492730 0.0336108 1
AUTS2.var1 0.1153846 0.5199827 2.0147027 0.0138575 Unknow IGF2R - RPL19 1.0000000 0.1219462 1
RPL4P4 0.1923077 0.4808834 1.4314714 0.0233121 Unknow IGF2R - RPL19 1.0000000 0.1864971 1
AK5 0.1153846 0.4589144 1.7477828 0.0422226 Unknow IGF2R - RPL19 1.0000000 0.2608300 1
DCAF7 0.1153846 0.4575415 1.7922239 0.0303035 Unknow IGF2R - RPL19 1.0000000 0.2222257 1
ENSG00000227193 0.2692308 0.4573780 1.1364434 0.0204717 Unknow IGF2R - RPL19 1.0000000 0.1715723 1
SRSF3 0.1923077 0.4519332 1.3589944 0.0296602 Unknow IGF2R - RPL19 1.0000000 0.2222257 1
C8orf76 0.1052632 1.7131167 5.4891611 0.0000000 Unknow IGF2R - RPL6 0.0000000 0.0000000 1
COTL1 0.1052632 1.6173558 5.3512460 0.0000000 Unknow IGF2R - RPL6 0.0000000 0.0000000 1
RPL6 1.0000000 1.5825413 1.6829196 0.0000000 Unknow IGF2R - RPL6 0.0000000 0.0000000 1
SNRPEP4 0.1052632 1.4735911 4.8918656 0.0000000 Unknow IGF2R - RPL6 0.0000028 0.0000007 1
ENSG00000243199 0.3157895 1.4319279 3.0189413 0.0000000 Unknow IGF2R - RPL6 0.0000056 0.0000011 1
TDRP 0.1052632 1.2795997 4.4296033 0.0000002 Unknow IGF2R - RPL6 0.0000667 0.0000111 1
RELCH 0.1052632 1.2420691 4.1292666 0.0000104 Unknow IGF2R - RPL6 0.0032183 0.0003571 1
TXNDC16 0.1052632 1.1853602 4.1595852 0.0000022 Unknow IGF2R - RPL6 0.0006701 0.0000957 1
SLC16A7 0.1052632 1.1502810 3.9898870 0.0000104 Unknow IGF2R - RPL6 0.0032183 0.0003571 1
VLDLR 0.1052632 1.1346262 3.9717360 0.0000116 Unknow IGF2R - RPL6 0.0035711 0.0003571 1
EFR3B 0.1052632 1.0619266 3.7529822 0.0000391 Unknow IGF2R - RPL6 0.0120417 0.0010947 1
HNRNPH2 0.1052632 1.0136996 3.5972704 0.0001129 Unknow IGF2R - RPL6 0.0347777 0.0022190 1
CIRBP 0.2631579 1.0015376 2.4301969 0.0000495 Unknow IGF2R - RPL6 0.0152603 0.0011739 1
USP25 0.1052632 0.9940741 3.6464961 0.0000449 Unknow IGF2R - RPL6 0.0138239 0.0011520 1
DHX57 0.1052632 0.9904139 3.5609483 0.0001153 Unknow IGF2R - RPL6 0.0355047 0.0022190 1
UXT 0.1578947 0.9444582 2.9072745 0.0001949 Unknow IGF2R - RPL6 0.0600216 0.0035307 1
POU4F1 0.1052632 0.9283167 3.3854342 0.0002856 Unknow IGF2R - RPL6 0.0879628 0.0046296 1
RPL6P27 0.3684211 0.9085455 1.8668595 0.0001073 Unknow IGF2R - RPL6 0.0330543 0.0022190 1
LIMS1 0.1052632 0.8958115 3.3284210 0.0002803 Unknow IGF2R - RPL6 0.0863338 0.0046296 1
SRGAP2B.var1 0.1052632 0.8848572 3.1891094 0.0010416 Unknow IGF2R - RPL6 0.3208163 0.0126526 1
ERI1 0.1052632 0.8753131 3.2342588 0.0005998 Unknow IGF2R - RPL6 0.1847307 0.0085411 1
IVD 0.1052632 0.8717361 3.2235296 0.0005896 Unknow IGF2R - RPL6 0.1816076 0.0085411 1
AHSA1 0.1052632 0.8637718 3.1620677 0.0010749 Unknow IGF2R - RPL6 0.3310671 0.0126526 1
PPWD1 0.1052632 0.8574910 3.2033115 0.0006101 Unknow IGF2R - RPL6 0.1879038 0.0085411 1
PALMD 0.1052632 0.8396865 3.1162159 0.0010919 Unknow IGF2R - RPL6 0.3363054 0.0126526 1
GNG5 0.1176471 2.5802534 8.0870442 0.0000000 Unknow MALAT1 - RPL3 0.0000000 0.0000000 0
GNG5P2 0.1176471 2.5791640 8.0620843 0.0000000 Unknow MALAT1 - RPL3 0.0000000 0.0000000 0
ESS2 0.1176471 2.2123490 6.4261436 0.0000000 Unknow MALAT1 - RPL3 0.0000000 0.0000000 0
TMEM184B 0.1176471 1.7644863 5.4264614 0.0000000 Unknow MALAT1 - RPL3 0.0000000 0.0000000 0
ADAM12 0.1176471 1.7546155 5.4163780 0.0000000 Unknow MALAT1 - RPL3 0.0000000 0.0000000 0
CFAP43 0.1176471 1.7390838 5.3823283 0.0000000 Unknow MALAT1 - RPL3 0.0000000 0.0000000 0
RALY 0.1764706 1.6834293 4.5193342 0.0000000 Unknow MALAT1 - RPL3 0.0000000 0.0000000 0
SPTY2D1OS 0.1176471 1.6620415 5.2798021 0.0000000 Unknow MALAT1 - RPL3 0.0000000 0.0000000 0
ZNF75D 0.1176471 1.6120068 4.9932251 0.0000000 Unknow MALAT1 - RPL3 0.0000005 0.0000000 0
TECRP1 0.1176471 1.6105175 4.9808983 0.0000000 Unknow MALAT1 - RPL3 0.0000005 0.0000000 0
EEF2KMT 0.1176471 1.6094990 4.9940877 0.0000000 Unknow MALAT1 - RPL3 0.0000005 0.0000000 0
NKRF 0.1176471 1.5713665 4.9364334 0.0000000 Unknow MALAT1 - RPL3 0.0000005 0.0000000 0
CFAP61 0.1176471 1.5538938 4.9033653 0.0000000 Unknow MALAT1 - RPL3 0.0000005 0.0000000 0
RPL3 1.0000000 1.5475460 1.6461106 0.0000000 Unknow MALAT1 - RPL3 0.0000000 0.0000000 0
AVIL 0.1176471 1.5222454 4.8671572 0.0000000 Unknow MALAT1 - RPL3 0.0000005 0.0000000 0
DLGAP4 0.2352941 1.4576380 3.4851000 0.0000001 Unknow MALAT1 - RPL3 0.0000257 0.0000012 0
CEP63 0.1764706 1.4215269 3.9051723 0.0000000 Unknow MALAT1 - RPL3 0.0000206 0.0000011 0
NDUFAF5 0.1176471 1.4136857 4.5587496 0.0000000 Unknow MALAT1 - RPL3 0.0000181 0.0000011 0
ENSG00000227681 0.1176471 1.4073752 4.5418718 0.0000000 Unknow MALAT1 - RPL3 0.0000174 0.0000011 0
HUNK 0.1176471 1.3869895 4.3816902 0.0000004 Unknow MALAT1 - RPL3 0.0002002 0.0000085 0
UBP1 0.1176471 1.3838554 4.5172841 0.0000000 Unknow MALAT1 - RPL3 0.0000195 0.0000011 0
UBR1 0.1176471 1.3657185 4.3549026 0.0000004 Unknow MALAT1 - RPL3 0.0002070 0.0000085 0
PLCL1.var1 0.1176471 1.3267566 4.3042754 0.0000005 Unknow MALAT1 - RPL3 0.0002213 0.0000085 0
NPIPB5 0.1176471 1.3230151 4.4269497 0.0000000 Unknow MALAT1 - RPL3 0.0000219 0.0000011 0
PHACTR2 0.1176471 1.2989497 4.1514873 0.0000027 Unknow MALAT1 - RPL3 0.0013392 0.0000430 0
RPL31 1.0000000 1.5527803 1.6521765 0.0000000 Unknow MALAT1 - RPL31 0.0000000 0.0000000 0
RUSC1-AS1 0.1250000 1.2307952 4.1249581 0.0000000 Unknow MALAT1 - RPL31 0.0000105 0.0000052 0
LINC01965 0.1250000 0.9590399 3.3806289 0.0000085 Unknow MALAT1 - RPL31 0.0034299 0.0008096 0
RPL12P47 0.1250000 0.9551409 3.2621570 0.0000429 Unknow MALAT1 - RPL31 0.0173759 0.0020091 0
EZH1 0.1250000 0.9533110 3.4296879 0.0000031 Unknow MALAT1 - RPL31 0.0012621 0.0004207 0
LINC01684 0.1250000 0.9392981 3.2839153 0.0000190 Unknow MALAT1 - RPL31 0.0076952 0.0012825 0
RBL1 0.1250000 0.9094903 3.1823134 0.0000429 Unknow MALAT1 - RPL31 0.0173759 0.0020091 0
RASA1 0.1250000 0.8998866 3.2753826 0.0000100 Unknow MALAT1 - RPL31 0.0040479 0.0008096 0
SNAPIN 0.1250000 0.8866305 3.1396439 0.0000446 Unknow MALAT1 - RPL31 0.0180815 0.0020091 0
ATP6V0E1 0.1250000 0.8522279 3.0326244 0.0000930 Unknow MALAT1 - RPL31 0.0376611 0.0030723 0
CWC22 0.1250000 0.8451228 3.0200832 0.0000916 Unknow MALAT1 - RPL31 0.0371070 0.0030723 0
CUL1 0.1250000 0.8210806 2.9361186 0.0001754 Unknow MALAT1 - RPL31 0.0710389 0.0042665 0
ENSG00000240652 0.1250000 0.8081396 2.9574923 0.0001062 Unknow MALAT1 - RPL31 0.0430123 0.0030723 0
INVS 0.1250000 0.8013627 2.9494889 0.0001062 Unknow MALAT1 - RPL31 0.0430123 0.0030723 0
TOP2B 0.1666667 0.7995499 2.5480691 0.0001791 Unknow MALAT1 - RPL31 0.0725238 0.0042665 0
TPM2 0.1666667 0.7931613 2.5837826 0.0000948 Unknow MALAT1 - RPL31 0.0384064 0.0030723 0
BBS4 0.1250000 0.7896077 2.8382381 0.0003087 Unknow MALAT1 - RPL31 0.1250066 0.0065793 0
ORC3 0.1250000 0.7868892 2.8699406 0.0001791 Unknow MALAT1 - RPL31 0.0725312 0.0042665 0
CHCHD3.var1 0.1666667 0.7571253 2.4544825 0.0002891 Unknow MALAT1 - RPL31 0.1170727 0.0065040 0
BCAS2 0.1666667 0.7253482 2.2922045 0.0010912 Unknow MALAT1 - RPL31 0.4419420 0.0176777 0
TXNRD1 0.1250000 0.7127403 2.6534597 0.0005683 Unknow MALAT1 - RPL31 0.2301731 0.0109606 0
ZNF24 0.1250000 0.7068574 2.6790702 0.0003796 Unknow MALAT1 - RPL31 0.1537547 0.0076877 0
BMPR2 0.1250000 0.7040219 2.5396675 0.0016062 Unknow MALAT1 - RPL31 0.6505044 0.0211663 0
DNAJC7 0.1666667 0.7002094 2.3060578 0.0005984 Unknow MALAT1 - RPL31 0.2423568 0.0110162 0
CFAP251 0.1250000 0.6896159 2.5435925 0.0012712 Unknow MALAT1 - RPL31 0.5148293 0.0194893 0
NME5 0.1250000 1.6319040 5.4134822 0.0000000 Unknow MALAT1 - RPLP0 0.0000000 0.0000000 0
RPLP0 1.0000000 1.4737904 1.5578218 0.0000000 Unknow MALAT1 - RPLP0 0.0000000 0.0000000 0
RPLP0P2 0.5416667 1.3441007 2.2892716 0.0000000 Unknow MALAT1 - RPLP0 0.0000001 0.0000000 0
ARF6 0.1250000 1.3255457 4.3741819 0.0000000 Unknow MALAT1 - RPLP0 0.0000012 0.0000002 0
AURKB 0.1250000 1.2926145 4.3257326 0.0000000 Unknow MALAT1 - RPLP0 0.0000012 0.0000002 0
ENSG00000284418.var1 0.1250000 1.1928463 4.1700527 0.0000000 Unknow MALAT1 - RPLP0 0.0000015 0.0000003 0
CACNA1D 0.1250000 1.1286603 3.8685965 0.0000002 Unknow MALAT1 - RPLP0 0.0000869 0.0000093 0
SAMD5 0.1666667 1.1282327 3.4249681 0.0000002 Unknow MALAT1 - RPLP0 0.0000932 0.0000093 0
LCORL 0.2083333 1.0970241 3.0466340 0.0000003 Unknow MALAT1 - RPLP0 0.0001577 0.0000143 0
ENSG00000283003 0.1250000 1.0949672 3.9042163 0.0000000 Unknow MALAT1 - RPLP0 0.0000168 0.0000024 0
DYNC2H1 0.1250000 1.0800128 3.7098112 0.0000007 Unknow MALAT1 - RPLP0 0.0003541 0.0000295 0
NCOA4 0.2083333 1.0634580 3.0303194 0.0000002 Unknow MALAT1 - RPLP0 0.0000925 0.0000093 0
LRRC40 0.1250000 0.9176554 3.3076120 0.0000091 Unknow MALAT1 - RPLP0 0.0046316 0.0003088 0
SCAI.var1 0.1250000 0.9113067 3.1880658 0.0000457 Unknow MALAT1 - RPLP0 0.0232273 0.0009591 0
CHD7 0.1666667 0.9111206 2.9728745 0.0000033 Unknow MALAT1 - RPLP0 0.0016610 0.0001278 0
SIPA1L2 0.1250000 0.9059750 3.2903212 0.0000091 Unknow MALAT1 - RPLP0 0.0046316 0.0003088 0
MINDY2 0.1666667 0.9036259 2.8567470 0.0000186 Unknow MALAT1 - RPLP0 0.0094606 0.0005547 0
HERC4 0.1250000 0.8709421 3.1109544 0.0000472 Unknow MALAT1 - RPLP0 0.0239766 0.0009591 0
PPP1CB 0.1666667 0.8700716 2.8029119 0.0000210 Unknow MALAT1 - RPLP0 0.0106768 0.0005547 0
ARL4A 0.1250000 0.8653410 3.1574042 0.0000229 Unknow MALAT1 - RPLP0 0.0116483 0.0005547 0
ENSG00000230825 0.1250000 0.8604993 3.1476315 0.0000229 Unknow MALAT1 - RPLP0 0.0116483 0.0005547 0
KIAA0319L 0.1666667 0.8520479 2.7701270 0.0000222 Unknow MALAT1 - RPLP0 0.0112638 0.0005547 0
DDA1 0.1250000 0.8443895 3.1775103 0.0000106 Unknow MALAT1 - RPLP0 0.0053642 0.0003353 0
CBWD1 0.1250000 0.8399008 3.1117165 0.0000245 Unknow MALAT1 - RPLP0 0.0124672 0.0005667 0
LTBP1 0.1250000 0.8125343 2.9647302 0.0001031 Unknow MALAT1 - RPLP0 0.0523861 0.0018064 0


8.4 Heatmap of cell subtypes - log(CPM + 1)

8.5 Heatmap of cell subtypes - scale(log(CPM + 1))




9 Disclaimer

The analysis was performed through the non-profit and open-source pipeline JSEQ_scRNAseq. Remember, in silico analysis must be validated in vitro or in vivo. For more information, visit GitHub or contact us. JSEQ_scRNAseq was created at the Institute of Bioorganic Chemistry, Polish Academy of Sciences.